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Sonja Greven

9 papers hereh-index 379 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author7

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • econ.EM1
  • stat.AP1
  • stat.ML1
same name
  • Sonja Greven — 7 papers, h 1
  • Sonja Greven — 3 papers, h 1
  • Sonja Greven — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedGeneralized Multivariate Functional Additive Mixed Models for Location, Scale, and Shape

1 citations · 3 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

stat.ML2024

Deep Nonparametric Conditional Independence Tests for Images

Marco Simnacher, Xiangnan Xu, Hani Park +2

Conditional independence tests (CITs) test for conditional dependence between random variables. As existing CITs are limited in their applicability to complex, high-dimensional var…

stat.ME2024★ 1 cited

Generalized Multivariate Functional Additive Mixed Models for Location, Scale, and Shape

Alexander Volkmann, Nikolaus Umlauf, Sonja Greven

We propose a flexible regression framework to model the conditional distribution of multilevel generalized multivariate functional data of potentially mixed type, e.g. binary and c…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.